Fold 3 - Understanding why coefficient -393370230 was selected
Tag: OILY SKIN
Selected Coefficient: -393370230
Taxonomy Path: -0.0.67.7.10
Taxonomy Name:
Products with this tag: 3
Unique residual values tried: 3
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -393370230 | 1.000160 | -0.0.67.7.10 | -10.7.67.0.0 (-(10*79^4 + 7*79^3 + 67*79^2)) | Yes | |
| 0 | 1.000160 | 0 | 0 (0) | No | |
| -199200488 | 2.000000 | -13.3.2.9.5 | -5.9.2.3.13 (-(5*79^4 + 9*79^3 + 2*79^2 + 3*79 + 13)) | No |
These are the training products that have the "OILY SKIN" tag (processing sequence 3695). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 10082 | Protective Day Cream SPF 23 (Wholesale) | 0 | COMBINATION SKIN | 393370230 | none | ||
| 10089 | Kantic® Light Clarifying Cream (Wholesale) | -199200488 | COMBINATION SKIN, ACNE | 194169742 | none | ||
| 10083 | Skin repair gel (Wholesale) | -393370230 | ACNE | 0 | none |